Kristina Toutanova

Understanding Museum Exhibits using Vision-Language Reasoning ICCV 2025 Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ACL 2025 Mitigating Catastrophic Forgetting in Language Transfer via Model Merging EMNLP 2024 Taming CLIP for Fine-grained and Structured Visual Understanding of Museum Exhibits ECCV 2024 Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024 Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding ICML 2023 Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities ICCV 2023 QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations ACL 2023 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022 Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? IJCNLP 2021 Joint Passage Ranking for Diverse Multi-Answer Retrieval EMNLP 2021 Representations for Question Answering from Documents with Tables and Text EACL 2021 Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL 2020 BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions NAACL 2019 Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019 Latent Retrieval for Weakly Supervised Open Domain Question Answering ACL 2019 A Nested Attention Neural Hybrid Model for Grammatical Error Correction ACL 2017 NLP for Precision Medicine ACL 2017 Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text ACL 2016 A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs EMNLP 2016 Model Selection for Type-Supervised Learning with Application to POS Tagging CONLL 2015 Representing Text for Joint Embedding of Text and Knowledge Bases EMNLP 2015 Grounded Semantic Parsing for Complex Knowledge Extraction NAACL 2015 Detecting Translation Direction: A Cross-Domain Study NAACL 2015 Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2014 Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data ACL 2014 Asymmetric Features Of Human Generated Translation EMNLP 2014 Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2014 Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines ACL 2013 Regularized Minimum Error Rate Training EMNLP 2013 Beyond Left-to-Right: Multiple Decomposition Structures for SMT NAACL 2013 MSR SPLAT, a language analysis toolkit NAACL 2012 Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia ACL 2012 Unsupervised Bilingual Morpheme Segmentation and Alignment with Context-rich Hidden Semi-Markov Models ACL 2011 Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity ACL 2011 Learning Discriminative Projections for Text Similarity Measures CONLL 2011 Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment NAACL 2010 Translingual Document Representations from Discriminative Projections EMNLP 2010 A global model for joint lemmatization and part-of-speech prediction IJCNLP 2009 Joint Optimization for Machine Translation System Combination EMNLP 2009 Unsupervised Morphological Segmentation with Log-Linear Models NAACL 2009 A global model for joint lemmatization and part-of-speech prediction ACL 2009 CoNLL 2008: Proceedings of the Twelfth Conference on Computational Natural Language Learning CONLL 2008 Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation COLING 2008 Applying Morphology Generation Models to Machine Translation ACL 2008 Generating Complex Morphology for Machine Translation ACL 2007 A Bayesian LDA-based model for semi-supervised part-of-speech tagging NIPS 2007 A Comparative Study of Parameter Estimation Methods for Statistical Natural Language Processing ACL 2007 Generating Case Markers in Machine Translation NAACL 2007 A Discriminative Syntactic Word Order Model for Machine Translation ACL 2007 Learning to Predict Case Markers in Japanese COLING 2006 Competitive generative models with structure learning for NLP classification tasks EMNLP 2006 Automatic Semantic Role Labeling NAACL 2006 Learning to Predict Case Markers in Japanese ACL 2006 A Joint Model for Semantic Role Labeling CONLL 2005 Joint Learning Improves Semantic Role Labeling ACL 2005 The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection EMNLP 2004 Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network NAACL 2003 Pronunciation Modeling for Improved Spelling Correction ACL 2002 The LinGO Redwoods Treebank: Motivation and Preliminary Applications COLING 2002 Feature Selection for a Rich HPSG Grammar Using Decision Trees CONLL 2002 Extensions to HMM-based Statistical Word Alignment Models EMNLP 2002 Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger ACL 2000 Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger EMNLP 2000